case study · purrlavator

proving market demand for an accessible litter box lift before launch.

Purrlavator is still in development through the 52Launch Accelerator Program, with no physical product to show buyers. A 7-week paid social test on Meta and TikTok, built on AI-generated product video, showed whether its target customers would click.

paid social market test Meta + TikTok ads AI-generated video Sep 9 - Oct 26, 2026 ≈ $3,500 spend
17,962

website sessions from a product that does not exist yet

$0.19

cost per website session

97%

of sessions on mobile devices

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An older woman smiling with a long-haired cat on her lap, the kind of customer Purrlavator is designed for THE TARGET CUSTOMERCat owners with limited mobility, arthritis or back pain
project snapshot

a seven-week paid social test gave Purrlavator early proof of demand.

CLIENT
Purrlavator, an accessible litter box lift in product development
PROGRAM
52Launch Accelerator Program
OBJECTIVE
Test whether Purrlavator's target customer resonates with the product concept and design
APPROACH
Paid Meta and TikTok ads using AI-generated product video
TIMELINE
September 9 - October 26, 2026 (48 days)
BUDGET
Approximately $3,500 total ad spend

Platform-reported campaign data (Meta, TikTok, website analytics), September 9 - October 26, 2026. Spend is approximate.

THE PRODUCTPurrlavator, a one-button litter box lift, raised to counter height with a cat beside it
the product

Purrlavator takes the bending and kneeling out of litter box cleaning.

A one-button mechanism raises the litter box to a comfortable height, so owners can keep a hygienic space while staying comfortable and safe.

01
People with limited mobilityDaily cleaning without strain
02
Elderly cat ownersStay independent with their pets
03
Anyone with arthritis or back painNo more bending or kneeling
the challenge

before investing further, the client needed proof that target customers want Purrlavator.

01 · THE SITUATION

No product to show yet

Purrlavator is still in development through the 52Launch Accelerator Program, with no physical product to show buyers.

02 · THE QUESTION

Will the right people care?

Will cat owners with mobility limits, arthritis or back pain resonate with a one-button litter box lift?

03 · WHAT WE MEASURED

Signals of future viability

Reach, video engagement, link clicks and website sessions as signals of future market viability.

the strategy

AI-generated product video let us test real demand before a prototype existed.

1

Visualize

Produced AI-generated video showing what Purrlavator will look like and do.

2

Advertise

Ran paid ads on Meta (Facebook and Instagram) and TikTok.

3

Drive traffic

Sent interested viewers to the Purrlavator website.

4

Measure

Tracked reach, engagement, clicks and sessions to gauge viability.

GOAL

Track metrics and engagement data to gauge the future market viability of Purrlavator.

results at a glance

about $3,500 in ads turned 840,000+ impressions into nearly 18,000 site visits.

840,232

Paid impressions

Meta 96,340 + TikTok 743,892

20,406

Ad clicks

Facebook, Instagram and TikTok

17,962

Website sessions

17,485 on mobile devices

≈ $3,500

Total ad spend

September 9 - October 26

≈ $4.17

Cost per 1,000 impressions

Spend ÷ combined impressions

≈ $0.19

Cost per website session

Spend ÷ total sessions

Combined totals sum Meta and TikTok; ad clicks = Facebook link clicks + Instagram link clicks + TikTok clicks. Cost metrics use approximate spend.

meta performance

Meta reached nearly 80,000 people, and video plays tracked close to impressions.

79,601

People reached

Unique accounts that saw the ads

96,340

Impressions

About 1.2 impressions per person reached

90,359

Video plays

Equal to 94% of impressions

WHY IT MATTERS

The AI-generated video held attention: almost every Meta impression resulted in a video play, showing the concept was compelling enough for viewers to watch rather than scroll past.

facebook vs. instagram

Facebook drove most Meta traffic, and both platforms sent about 1 in 10 viewers to the site.

MetricFacebookInstagram
Views163,62526,974
Viewers75,03216,243
Content interactions362301
Link clicks7,7441,705
Link clicks per viewer10.3%10.5%
9,449

Combined Meta link clicks

Facebook generated 82% of them, while Instagram matched its click-through rate with a smaller audience and more interactions per viewer.

Link clicks per viewer = link clicks ÷ viewers. Platform-reported data, September 9 - October 26, 2026.

tiktok performance

TikTok supplied 89% of impressions, while Meta delivered 46% of clicks.

743,892

TikTok impressions

10,957

TikTok clicks

1.5%

Click-through rate

SHARE OF CLICKS
TikTok 53.7%
Meta 46.3%
SHARE OF IMPRESSIONS
TikTok 88.5%
11.5%
TikTokMeta

Click-through rate = clicks ÷ impressions. Meta clicks = Facebook + Instagram link clicks. Shares of 840,232 impressions and 20,406 clicks.

website traffic

ads drove 17,962 website sessions, 97% of them on mobile devices.

97%

mobile

17,485 of 17,962 sessions

17,485 of 17,962 sessions came from mobile

Matching the in-feed, mobile-first nature of Meta and TikTok video ads.

Sessions equal 88% of ad clicks

So most people who clicked stayed long enough to load the site.

About $0.19 per session

Makes paid social a cost-efficient channel for driving pre-launch interest.

Sessions ÷ 20,406 combined ad clicks. Cost per session uses approximate $3,500 spend. Website analytics, September 9 - October 26, 2026.

conclusion

the campaign proved there is a market for Purrlavator among its target customers.

The test was a massive success. Real people in Purrlavator's target audience watched, clicked and visited the website in large numbers for a product shown only through AI-generated video.

WHAT THE CLIENT TAKES FORWARD

Validated demand

20,406 ad clicks and 17,962 site visits before launch.

WHAT THE CLIENT TAKES FORWARD

A proven channel mix

TikTok for low-cost reach, Meta for high click-through.

WHAT THE CLIENT TAKES FORWARD

A mobile-first launch

97% of website sessions came from mobile devices.

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